mirascope

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--- Mirascope is a powerful, flexible, and user-friendly library that simplifies the process of working with LLMs through a unified interface that works across various supported providers, including [OpenAI](https://openai.com/), [Anthropic](https://www.anthropic.com/), [Mistral](https://mistral.ai/), [Google (Gemini/Vertex)](https://googleapis.github.io/python-genai/), [Groq](https://groq.com/), [Cohere](https://cohere.com/), [LiteLLM](https://www.litellm.ai/), [Azure AI](https://azure.microsoft.com/en-us/solutions/ai), and [Bedrock](https://aws.amazon.com/bedrock/). Whether you're generating text, extracting structured information, or developing complex AI-driven agent systems, Mirascope provides the tools you need to streamline your development process and create powerful, robust applications. ## 30 Second Quickstart Install Mirascope, specifying the provider(s) you intend to use, and set your API key: \`\`\`bash pip install "mirascope[openai]" export OPENAI_API_KEY=XXXXX \`\`\` Make your first call to an LLM to extract the title and author of a book from unstructured text: \`\`\`python from mirascope import llm from pydantic import BaseModel class Book(BaseModel): title: str author: str @llm.call(provider="openai", model="gpt-4o-mini", response_model=Book) def extract_book(text: str) -> str: return f"Extract \{text\}" book = extract_book("The Name of the Wind by Patrick Rothfuss") assert isinstance(book, Book) print(book) # Output: title='The Name of the Wind' author='Patrick Rothfuss' \`\`\` ## Tutorials Check out our [quickstart tutorial](https://mirascope.com/docs/mirascope/getting-started/quickstart) and many other tutorials for an interactive way to getting started with Mirascope. ## Usage For a complete guide on how to use all of the various features Mirascope has to offer, read through our [Learn](https://mirascope.com/learn) documentation. ## Versioning Mirascope uses [Semantic Versioning](https://semver.org/). ## Licence This project is licensed under the terms of the [MIT License](https://github.com/Mirascope/mirascope/tree/main/LICENSE).